遇见数据集

AVP-LVT Vocal Percussion Dataset

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Zenodo2021-10-19 更新2026-05-25 收录
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The <strong>AVP-LVT dataset</strong> contains vocal percussion utterances from two publicly available datasets: the personal subset of the Amateur Vocal Percussion (AVP) dataset and the third subset of the Live Vocalised Transcription (LVT) dataset. They contain vocal percussion sounds from a total of 48 participants with little or no experience in beatboxing. The <strong>AVP dataset</strong> contains a total of 4873 vocal percussion sound events recorded by 28 participants and with four annotated labels: kick drum, snare drum, closed hi-hat, and opened hi-hat. For each participant, four files contain repetitions of vocal percussion sounds of the same class and one file corresponds to a freestyle improvisation with these. The <strong>LVT dataset</strong> contains a total of 841 vocal percussion sound events recorded by 20 participants with three annotated labels: kick drum, snare drum, and closed hi-hat. For each participant, one file contains a predictable beatbox-style phrase repeated four times and another file contained a freestyle improvisation with the sounds used in the phrase file. This dataset expands the original annotations of both datasets (onsets and instrument labels) so as to include <em>syllabic annotations</em> of vocal percussion sounds. These annotations are composed of a first <em>onset phoneme</em>, usually plosive or fricative, and a second <em>coda phoeneme</em>, usually a vowel, a breath sound ("h"), or silence ("x"). These phonemes were annotated following notation conventions from the International Phonetic Alphabet (IPA). The files included here are the recordings and the annotations of the AVP dataset and the annotations of the LVT dataset. To incorporate the audio files from the LVT dataset, please follow the steps outlined in the file entitled "Instructions_to_build_AVP-LVT_Dataset.rtf". This file also contains information about the train-evaluation split for research purposes.

提供机构:
Zenodo
创建时间:
2021-10-19
搜集汇总
背景与挑战
背景概述
AVP-LVT Vocal Percussion Dataset融合了AVP和LVT两个公开数据集,包含48名无或很少beatbox经验的参与者所录制的声音打击乐录音,共5714个声音事件。该数据集在原始鼓类标签(如kick drum、snare drum等)基础上,新增了基于国际音标(IPA)的音节标注,包括起始音素和结尾音素,为声音打击乐的语音学分析提供了更丰富的标注信息。
以上内容由遇见数据集搜集并总结生成
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